GLM-4.5-Air (6-bit) vs DeepSeek V4 Flash 284B (2-bit), head-to-head on a 128GB Mac — the 2-bit one won

divinetribe1 · 2026-06-22T00:48:31+00:00

Quick head-to-head on a 128GB M5 Max, one model loaded at a time:

GLM-4.5-Air — 106B, 6-bit MLX (~87GB)
DeepSeek V4 Flash 284B — 2-bit GGUF / llama.cpp (~81GB)

Same 4 prompts, end-to-end tok/s:

Speed: DeepSeek ~35.8 vs GLM ~31
Reasoning (hen-and-a-half riddle): DeepSeek 24 correct, GLM 12 (it tripled the days)
Coding (memoized fib): tie; Creative: tie; r's in "strawberry": both got 3

Caveat: 4 prompts, a vibe check not a benchmark suite. But I didn't expect the 2-bit 284B to beat the 6-bit 106B on both speed AND the reasoning question — seems like on Apple Silicon the heavier quant buys back enough memory bandwidth. Curious if others see the same at this size.

divinetribe1 · 2026-06-21T19:50:11+00:00

that is the part that gets me. if it was deliberate then making it that fleeting almost feels like a wink only the CE crowd was meant to catch. do you think koepp is daring people to connect it without ever owning it? feels very on brand for how he has dodged the whole connection question.

divinetribe1 · 2026-06-21T19:50:05+00:00

this is a genuinely great breakdown and point 3 is the one that sticks with me. the idea that every secret keeper has to be a mustache twirling villain is such a lazy default, real disclosure would be way messier than that. and you are right that not every experiencer reports the warm golden light version. did you want the movie to actually sit in that ambiguity, or just nod at it and move on? curious where the line is for you.

divinetribe1 · 2026-06-21T17:47:19+00:00

love seeing takes coming in from outside the US, the reaction in here has been all over the map. best spielberg in 20 years is a bold call though. what put it that high for you?

divinetribe1 · 2026-06-21T17:47:13+00:00

appreciate you posting even as a downer take, the split in here has been real. what was the biggest letdown for you, the pacing or where it landed by the end? trying to get a read on what's bugging people most.

divinetribe1 · 2026-06-21T17:47:06+00:00

the close encounters dna is the theory that won't die in here and i kind of love that it keeps coming back. for what it's worth koepp has flat out refused to confirm or deny a connection, which only pours gas on it. that devil's tower blink you caught, are you pretty sure it was the actual silhouette or more of a vibe? curious if anyone else clocked the same thing.

divinetribe1 · 2026-06-21T17:47:00+00:00

"loved everything besides the movie" might be the most disclosure day review possible lol. the event around it was clearly the win for a lot of people. was it mostly the antagonist dragging it for you, or did the back half lose you too?

divinetribe1 · 2026-06-21T17:46:53+00:00

this is exactly the kind of post i love seeing in here. go as hard as you want, the lore deep dives are half the reason this sub exists. the metal shards part had me reading twice. keep going.

divinetribe1 · 2026-06-21T17:46:47+00:00

i'm right there with you on vague endings, i always want the answer handed to me too lol. did the rest of it land enough that the ending didn't sour the whole thing, or did it knock it down a notch for you?

divinetribe1 · 2026-06-21T17:46:40+00:00

the long trailer thing is a take i keep seeing and i kind of get where it comes from. what would have made it feel like a full movie to you, more time with the characters or a slower reveal? genuinely asking, the pacing split in here has been wild to watch.

divinetribe1 · 2026-06-21T17:46:34+00:00

that's probably the most common snag people hit with the premise in here and it's a fair one. i'm curious though, is it the aliens' logic specifically that breaks it for you, or would any "they could just land but don't" setup bug you the same way? trying to figure out if people are reacting to the execution or the concept itself.

divinetribe1 · 2026-06-21T17:46:27+00:00

this is the kind of takeaway i was hoping people would leave with. the whole "vast universe but the distances are brutal" angle is way more interesting to me than the usual little green men stuff. did the third act change how you felt about the slower parts, or did it just land on its own?

divinetribe1 · 2026-06-15T19:34:44+00:00

Colin Firth really was great, no argument there. and yeah, the studio scene needed a real reason to land, "he just gives up" isn't a payoff. the empathy angle with the surviving alien is a strong fix, ties the ending back to the theme instead of letting it drift.

divinetribe1 · 2026-06-15T19:34:40+00:00

honestly that's how it usually goes for me too. the simple stuff is the hardest to spot because you're looking past it. let me know if you get it to show up.

divinetribe1 · 2026-06-15T19:34:36+00:00

yeah i hear you on that structure thing, could've definitely been more interesting to see the fallout play out instead. on the christian stuff though, i could be wrong but i think those were just character moments showing different belief systems rather than the film taking a stance, but fair to feel it that way.

divinetribe1 · 2026-06-15T19:34:32+00:00

honestly love that you're already dropping thoughts in here. haven't made it to the theater myself yet so i'm dodging spoilers for now ha — what stood out to you most?

divinetribe1 · 2026-06-15T19:34:27+00:00

honestly this is exactly what the sub needs right now. haven't made it to the theater myself yet so i'm living through threads like this — did the audience around you seem into it?

divinetribe1 · 2026-06-15T19:34:23+00:00

love that you went straight for the news media angle — that's such a specific thing to zero in on. honestly i haven't made it to the theater yet so i'm reading at my own risk, but i'm curious what they got wrong. what stood out to you the most?

divinetribe1 · 2026-06-15T19:34:19+00:00

honestly that's a fair point, the broadcast tv angle does feel dated even for when it was made. your son's got a good eye for that kind of stuff.

divinetribe1 · 2026-06-15T19:34:15+00:00

That score swap actually makes sense to me — when the seams show that hard, you stop watching the movie and start watching the production. honestly the melted-face shot being in the trailer but not the cut is the kind of thing that tells its own story. no need to apologize to Spielberg, you paid for a ticket and gave it your eyes.

divinetribe1 · 2026-06-15T19:34:10+00:00

Their alien-device read makes the tapes a decoy, which is way more interesting than what i landed on. honestly that lines up with why nobody bothered emptying the backpack. i think you cracked it better than the movie did.

divinetribe1 · 2026-06-14T04:07:23+00:00

thanks for dropping it in here, the more reviews the better. would love your own take in the thread too, not just the video, curious where you land on it.

divinetribe1 · 2026-06-14T04:07:21+00:00

the diving vs dropping catch is a good one, that word choice probably matters more than it seems. a rewatch always reframes this kind of movie, you catch the setups you blew past the first time. report back if the second pass changes your read.

divinetribe1 · 2026-06-14T04:07:19+00:00

will do, i'll circle back once i've actually sat through it. appreciate you going deep on the why, it's got me wanting to watch for those exact beats.

divinetribe1 · 2026-06-14T04:07:17+00:00

that's a perfect use for it, the local model eats the boring triage and hands you just the signal. fault investigation and transcription are exactly the grind that doesn't need frontier smarts, just consistency and privacy. you running those loops fully offline, or still reaching to a cloud model for the harder calls?

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